Smarter Crowd Management At NDP 2026: OTrack And DataAI In Action With SPF

On Sunday, 9 August 2026, Singapore will come together for the National Day Parade, one of the nation’s largest public events. For spectators, the National Day Parade is about the atmosphere, the performances, the fireworks and the shared sense of occasion. Behind the scenes, however, there is a challenge unfolding: managing large volumes of people safely across a busy event precinct.

NDP 2026 will be held at the National Stadium, with celebrations extending to areas around the Kallang Basin. The Singapore Police Force (SPF) has advised visitors to expect large crowds and to check live crowd conditions before heading to popular viewing areas. Police officers, SAF personnel and auxiliary police officers will regulate access to selected locations, with closures possible when safety thresholds are reached.

At Trakomatic, we have deployed OTrack for SPF to support crowd control at NDP 2026. Our computer vision technology helps organisers gain a clearer sense of crowd levels as they change, while our DataAI-driven analytics platform helps SPF users understand movement patterns and receive alert notifications.

The deployment shows how smart crowd management in Singapore is all about real-time visibility, data analytics and experienced on-ground judgement.

Understanding A Crowd While It Is still moving:

Anyone who has attended a major public celebration knows how quickly conditions can change. An open walkway can become busy within minutes. A viewing area may fill as fireworks approach. A nearby MRT arrival can send a fresh wave of visitors towards the same entrance.

That is why visibility matters before congestion becomes obvious.

Our OTrack technology is designed to help monitor people moving into and out of selected zones. Rather than relying only on periodic estimates, a people counting system can provide organisers with a more current picture of occupancy and direction of travel. A real-time crowd monitoring system can give event teams better visibility of changing crowd levels and movement, allowing them to respond before congestion becomes a larger operational issue.

For NDP 2026, this supports real-time occupancy tracking at locations where footfall can change quickly. The Water Sports Centre is one such example. Camera systems can monitor people entering and leaving the area, helping officers track occupancy levels and assess when access may need to be managed.

This is where OTrack precision people counting has practical value. Knowing the movement in both directions gives operational teams more context than a simple arrival figure. If many visitors enter while relatively few leave, occupancy is rising. If departures increase, pressure may begin to ease.

The importance of that visibility was already evident during NDP Preview 2 on 1 August. SPF temporarily closed access to Stadium Riverside Walk and the Water Sports Centre after growing crowds were observed around the Kallang Basin. The areas reopened once conditions eased.

That is the role of crowd counting technology at a major event: providing another source of information that can support timely decisions on the ground.

Turning Movement Data Into Operational Awareness:

Knowing how many people are present is useful. Understanding what those numbers are doing is even more valuable.

Consider two areas with the same occupancy. In one, attendance may have remained stable for 20 minutes. In the other, numbers may have risen sharply within a few minutes. The headline count is identical, but the operational picture is very different.

This is why we see a people counting system as the starting point, not the final outcome.

OTrack captures movement information, while our DataAI-driven platform helps SPF users interpret that data in a more meaningful way. Users can understand crowd-flow patterns and receive notifications when configured conditions are reached.

The aim of DataAI for event safety is therefore not to add another screen to an already busy control environment. It is to make relevant information easier to recognise and respond to.

If activity begins building rapidly around one location, an alert can bring that change to attention. Officers and organisers can then assess the situation and decide whether visitors should be redirected, access adjusted, or additional attention given to that zone.

Seeing The Bigger Picture: How AI Supports Smarter Crowd Management At Scale

NDP is not a controlled indoor gathering with one entrance and one exit. It involves stadium spectators, public viewing areas, transport nodes, pedestrian routes, security checkpoints and people moving across the wider Kallang precinct.

That makes it a strong real-world environment for AI-powered crowd monitoring for events.

Our role within the wider operation is focused. OTrack helps sense movement and occupancy at selected locations, while DataAI helps make that information easier for SPF users to interpret. Other measures, including public announcements, security screening, access control, barriers and officers on the ground, serve their own functions.

This distinction is important when discussing NDP 2026 crowd control technology. No single tool manages an event of this scale. Effective operations depend on different systems and experienced teams working together.

For us, the wider lesson extends well beyond National Day. Stadiums, exhibitions, concerts, festivals, attractions and transport-linked venues face many of the same questions: How busy is this area? Is occupancy rising? Where are people moving? Is one access point beginning to experience pressure?

A reliable crowd counting technology always helps organisations answer those questions with data rather than assumptions.

As physical spaces become more connected, we believe the strongest solutions will be the ones that make complex information simpler for users. Technology should sharpen situational awareness while keeping important decisions in human hands.

Building More Responsive Spaces With Trakomatic

This Sunday, most eyes will be on the parade and fireworks, while behind-the-scenes technology helps support a smoother experience. Our collaboration with SPF aims to highlight how computer vision and analytics can provide a clearer view of crowd activity at NDP.

If you manage a venue, public space or major event and want better visibility into footfall, occupancy and movement, speak with us. We can help you explore how OTrack and DataAI can turn live movement data into actionable insight, so your teams can see changing conditions earlier and make better-informed decisions when it matters the most.